presentation

Mohamed Elmoudni
5/24/2015

First Slide

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Dataset Links are laoded and shared using dropconvas website as per below

#http://dropcanvas.com/aoupc/1 #http://dropcanvas.com/aoupc/2 #http://dropcanvas.com/aoupc/3 #http://dropcanvas.com/aoupc/4 #http://dropcanvas.com/d4v4z/1 #http://dropcanvas.com/d4v4z/2

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Slide

Cause County County_Code Gender Race Age Deaths
Septicemia (A40-A41) Bronx County, NY 36005 F White 45-54 years 15
Septicemia (A40-A41) Bronx County, NY 36005 M White 45-54 years 16
Septicemia (A40-A41) Bronx County, NY 36005 F White 55-64 years 13
Septicemia (A40-A41) Bronx County, NY 36005 M White 55-64 years 26
Septicemia (A40-A41) Bronx County, NY 36005 F White 65-74 years 29
Septicemia (A40-A41) Bronx County, NY 36005 M White 65-74 years 31
  Notes MCD...ICD.10.113.Cause.List MCD...ICD.10.113.Cause.List.Code
1    NA        Septicemia (A40-A41)                        GR113-010
2    NA        Septicemia (A40-A41)                        GR113-010
3    NA        Septicemia (A40-A41)                        GR113-010
4    NA        Septicemia (A40-A41)                        GR113-010
5    NA        Septicemia (A40-A41)                        GR113-010
6    NA        Septicemia (A40-A41)                        GR113-010
            County County.Code Ten.Year.Age.Groups
1 Bronx County, NY       36005         45-54 years
2 Bronx County, NY       36005         45-54 years
3 Bronx County, NY       36005         55-64 years
4 Bronx County, NY       36005         55-64 years
5 Bronx County, NY       36005         65-74 years
6 Bronx County, NY       36005         65-74 years
  Ten.Year.Age.Groups.Code  Race Race.Code Gender Gender.Code Deaths
1                    45-54 White    2106-3 Female           F     15
2                    45-54 White    2106-3   Male           M     16
3                    55-64 White    2106-3 Female           F     13
4                    55-64 White    2106-3   Male           M     26
5                    65-74 White    2106-3 Female           F     29
6                    65-74 White    2106-3   Male           M     31
  Population Crude.Rate
1      31806 Unreliable
2      25334 Unreliable
3      22719 Unreliable
4      17342      149.9
5      13758      210.8
6       9691      319.9
Cause County County_Code Gender Race Age Deaths
Septicemia (A40-A41) Bronx County, NY 36005 F White 45-54 years 15
Septicemia (A40-A41) Bronx County, NY 36005 M White 45-54 years 16
Septicemia (A40-A41) Bronx County, NY 36005 F White 55-64 years 13
Septicemia (A40-A41) Bronx County, NY 36005 M White 55-64 years 26
Septicemia (A40-A41) Bronx County, NY 36005 F White 65-74 years 29
Septicemia (A40-A41) Bronx County, NY 36005 M White 65-74 years 31
Cause State State_Code Gender Race Age Deaths
Certain other intestinal infections (A04,A07-A09) California 6 FALSE White 45-54 years 10
Certain other intestinal infections (A04,A07-A09) California 6 FALSE White 75-84 years 17
Certain other intestinal infections (A04,A07-A09) California 6 FALSE White 85+ years 24
Certain other intestinal infections (A04,A07-A09) Florida 12 FALSE White 85+ years 12
Septicemia (A40-A41) Arizona 4 FALSE White 45-54 years 11
Septicemia (A40-A41) Arizona 4 FALSE White 55-64 years 12
Cause State State_Code Gender Race Age Deaths
Certain other intestinal infections (A04,A07-A09) California 6 M White 65-74 years 10
Certain other intestinal infections (A04,A07-A09) California 6 M White 75-84 years 14
Septicemia (A40-A41) Arizona 4 M White 55-64 years 23
Septicemia (A40-A41) Arizona 4 M White 65-74 years 15
Septicemia (A40-A41) Arizona 4 M White 75-84 years 20
Septicemia (A40-A41) California 6 M White < 1 year 10
Cause State State_Code Gender Race Age Deaths
Certain other intestinal infections (A04,A07-A09) Illinois 17 F White 75-84 years 28
Certain other intestinal infections (A04,A07-A09) Illinois 17 M White 75-84 years 20
Certain other intestinal infections (A04,A07-A09) Illinois 17 F White 85+ years 46
#Septicemia (A40-A41) Illinois 17 M Black or African American 35-44 years 15
#Septicemia (A40-A41) Illinois 17 F Black or African American 45-54 years 17
#Septicemia (A40-A41) Illinois 17 F White 45-54 years 16
Cause County County_Code Gender Race Age Deaths
Certain other intestinal infections (A04,A07-A09) Cook County, IL 17031 F White 75-84 years 28
Certain other intestinal infections (A04,A07-A09) Cook County, IL 17031 M White 75-84 years 20
Certain other intestinal infections (A04,A07-A09) Cook County, IL 17031 F White 85+ years 46
#Septicemia (A40-A41) Cook County, IL 17031 M Black or African American 35-44 years 15
#Septicemia (A40-A41) Cook County, IL 17031 F Black or African American 45-54 years 17
#Septicemia (A40-A41) Cook County, IL 17031 F White 45-54 years 16
                                                            Cause    
 Major cardiovascular diseases (I00-I78)                       : 67  
 Diseases of heart (I00-I09,I11,I13,I20-I51)                   : 66  
 Other heart diseases (I26-I51)                                : 61  
 All other forms of heart disease (I26-I28,I34-I38,I42-I49,I51): 60  
 All other diseases (Residual)                                 : 49  
 Ischemic heart diseases (I20-I25)                             : 49  
 (Other)                                                       :662  
                 County     County_Code    Gender 
 Bronx County, NY   :323   Min.   :36005   F:462  
 Kings County, NY   :263   1st Qu.:36005   M:552  
 New York County, NY:238   Median :36047          
 Queens County, NY  :161   Mean   :36043          
 Richmond County, NY: 29   3rd Qu.:36061          
                           Max.   :36085          

                        Race              Age          Deaths      
 Black or African American: 55   75-84 years:229   Min.   : 10.00  
 White                    :959   65-74 years:202   1st Qu.: 14.00  
                                 85+ years  :184   Median : 21.00  
                                 55-64 years:167   Mean   : 40.16  
                                 45-54 years:132   3rd Qu.: 48.00  
                                 35-44 years: 63   Max.   :280.00  
                                 (Other)    : 37                   
                                                            Cause    
 Major cardiovascular diseases (I00-I78)                       :102  
 Diseases of heart (I00-I09,I11,I13,I20-I51)                   : 99  
 Other heart diseases (I26-I51)                                : 92  
 All other forms of heart disease (I26-I28,I34-I38,I42-I49,I51): 89  
 Ischemic heart diseases (I20-I25)                             : 59  
 All other diseases (Residual)                                 : 57  
 (Other)                                                       :694  
                    County     County_Code    Gender 
 Bronx County, NY      :323   Min.   :36005   F:549  
 Kings County, NY      :263   1st Qu.:36005   M:643  
 New York County, NY   :238   Median :36059          
 Queens County, NY     :161   Mean   :36051          
 Suffolk County, NY    : 60   3rd Qu.:36081          
 Westchester County, NY: 52   Max.   :36119          
 (Other)               : 95                          
                        Race               Age          Deaths      
 Black or African American:  55   75-84 years:276   Min.   : 10.00  
 White                    :1137   65-74 years:233   1st Qu.: 13.00  
                                  85+ years  :232   Median : 20.00  
                                  55-64 years:195   Mean   : 36.86  
                                  45-54 years:144   3rd Qu.: 41.00  
                                  35-44 years: 71   Max.   :280.00  
                                  (Other)    : 41                   
                                                   Cause    
 #Malignant neoplasms (C00-C97)                       : 39  
 Major cardiovascular diseases (I00-I78)              : 37  
 #Diseases of heart (I00-I09,I11,I13,I20-I51)         : 36  
 #Accidents (unintentional injuries) (V01-X59,Y85-Y86): 30  
 Ischemic heart diseases (I20-I25)                    : 30  
 All other diseases (Residual)                        : 29  
 (Other)                                              :870  
      State        State_Code Gender                         Race    
 Illinois:1071   Min.   :17   F:492   Asian or Pacific Islander: 48  
                 1st Qu.:17   M:579   Black or African American:430  
                 Median :17           White                    :593  
                 Mean   :17                                          
                 3rd Qu.:17                                          
                 Max.   :17                                          

          Age          Deaths       
 75-84 years:220   Min.   :  10.00  
 85+ years  :185   1st Qu.:  17.00  
 65-74 years:184   Median :  33.00  
 55-64 years:176   Mean   :  85.88  
 45-54 years:145   3rd Qu.:  75.00  
 35-44 years: 77   Max.   :2754.00  
 (Other)    : 84                    
                                                     Cause     
 Major cardiovascular diseases (I00-I78)                : 479  
 #Malignant neoplasms (C00-C97)                         : 407  
 #Diseases of heart (I00-I09,I11,I13,I20-I51)           : 394  
 Ischemic heart diseases (I20-I25)                      : 256  
 All other diseases (Residual)                          : 168  
 Other forms of chronic ischemic heart disease (I20,I25): 161  
 (Other)                                                :2072  
                  County      County_Code    Gender  
 Cook County, IL     :1071   Min.   :17001   F:1942  
 DuPage County, IL   : 240   1st Qu.:17031   M:1995  
 Will County, IL     : 188   Median :17091           
 Lake County, IL     : 182   Mean   :17093           
 Madison County, IL  : 134   3rd Qu.:17143           
 St. Clair County, IL: 134   Max.   :17203           
 (Other)             :1988                           
                        Race               Age           Deaths       
 Asian or Pacific Islander:  50   85+ years  :1236   Min.   :  10.00  
 Black or African American: 490   75-84 years:1111   1st Qu.:  13.00  
 White                    :3397   65-74 years: 645   Median :  19.00  
                                  55-64 years: 443   Mean   :  42.56  
                                  45-54 years: 280   3rd Qu.:  36.00  
                                  35-44 years: 101   Max.   :2754.00  
                                  (Other)    : 121                    
                                                            Cause     
 Major cardiovascular diseases (I00-I78)                       :  90  
 Diseases of heart (I00-I09,I11,I13,I20-I51)                   :  79  
 All other diseases (Residual)                                 :  74  
 Other heart diseases (I26-I51)                                :  69  
 Malignant neoplasms (C00-C97)                                 :  65  
 All other forms of heart disease (I26-I28,I34-I38,I42-I49,I51):  62  
 (Other)                                                       :1339  
        State       State_Code      Gender       
 California:448   Min.   : 4.00   Mode :logical  
 Texas     :303   1st Qu.: 6.00   FALSE:1778     
 New York  :275   Median :12.00   NA's :0        
 Florida   :265   Mean   :22.52                  
 Arizona   :123   3rd Qu.:36.00                  
 Illinois  :111   Max.   :55.00                  
 (Other)   :253                                  
                               Race               Age     
 American Indian or Alaska Native:   1   75-84 years:380  
 Black or African American       :  56   85+ years  :338  
 White                           :1721   65-74 years:319  
                                         55-64 years:257  
                                         45-54 years:194  
                                         35-44 years:104  
                                         (Other)    :186  
     Deaths       
 Min.   :  10.00  
 1st Qu.:  15.00  
 Median :  26.00  
 Mean   :  82.19  
 3rd Qu.:  60.00  
 Max.   :2157.00  

                                                            Cause     
 Major cardiovascular diseases (I00-I78)                       : 111  
 Diseases of heart (I00-I09,I11,I13,I20-I51)                   :  98  
 All other non causes of death                                 :  96  
 All other diseases (Residual)                                 :  91  
 Other heart diseases (I26-I51)                                :  76  
 All other forms of heart disease (I26-I28,I34-I38,I42-I49,I51):  70  
 (Other)                                                       :1758  
        State       State_Code    Gender  
 California:529   Min.   : 4.00   M:2300  
 Texas     :366   1st Qu.: 6.00           
 Florida   :345   Median :17.00           
 New York  :316   Mean   :22.46           
 Arizona   :185   3rd Qu.:36.00           
 Illinois  :161   Max.   :55.00           
 (Other)   :398                           
                        Race               Age          Deaths       
 Black or African American:  49   75-84 years:389   Min.   :  10.00  
 White                    :2251   65-74 years:383   1st Qu.:  15.00  
                                  55-64 years:353   Median :  27.00  
                                  45-54 years:308   Mean   :  75.22  
                                  85+ years  :275   3rd Qu.:  65.25  
                                  35-44 years:214   Max.   :1732.00  
                                  (Other)    :378                    

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'data.frame':   1071 obs. of  14 variables:
 $ Notes                     : logi  NA NA NA NA NA NA ...
 $ ICD.10.113.Cause.List     : Factor w/ 86 levels "#Accidents (unintentional injuries) (V01-X59,Y85-Y86)",..: 41 41 41 27 27 27 27 27 27 27 ...
 $ ICD.10.113.Cause.List.Code: Factor w/ 86 levels "GR113-003","GR113-010",..: 1 1 1 2 2 2 2 2 2 2 ...
 $ Ten.Year.Age.Groups       : Factor w/ 10 levels "< 1 year","15-24 years",..: 9 9 10 4 5 5 5 5 7 7 ...
 $ Ten.Year.Age.Groups.Code  : Factor w/ 10 levels "1","15-24","25-34",..: 9 9 10 4 5 5 5 5 7 7 ...
 $ Gender                    : Factor w/ 2 levels "Female","Male": 1 2 1 2 1 1 2 2 1 1 ...
 $ Gender.Code               : Factor w/ 2 levels "F","M": 1 2 1 2 1 1 2 2 1 1 ...
 $ Race                      : Factor w/ 3 levels "Asian or Pacific Islander",..: 3 3 3 2 2 3 2 3 2 3 ...
 $ Race.Code                 : Factor w/ 3 levels "2054-5","2106-3",..: 2 2 2 1 1 2 1 2 1 2 ...
 $ State                     : Factor w/ 1 level "Illinois": 1 1 1 1 1 1 1 1 1 1 ...
 $ State.Code                : int  17 17 17 17 17 17 17 17 17 17 ...
 $ Deaths                    : int  28 20 46 15 17 16 25 15 47 36 ...
 $ Population                : int  96749 63580 47820 80472 107389 239860 83884 240218 75318 183659 ...
 $ Crude.Rate                : Factor w/ 595 levels "10.0","10.2",..: 281 309 587 595 595 595 289 595 482 179 ...

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